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1

Real alerts and artifact classification in archived multi-signal vital sign monitoring data: implications for mining big data

Hravnak, Marilyn, Chen, Lujie, Dubrawski, Artur, Bose, Eliezer, Clermont, Gilles, Pinsky, Michael R.

Journal:

Journal of Clinical Monitoring and Computing

Année:

2016

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2016

2

A call to alarms: Current state and future directions in the battle against alarm fatigue

Hravnak, Marilyn, Pellathy, Tiffany, Chen, Lujie, Dubrawski, Artur, Wertz, Anthony, Clermont, Gilles, Pinsky, Michael R.

Journal:

Journal of Electrocardiology

Année:

2018

Langue:

english

Fichier:

PDF, 924 KB

english, 2018

3

Predicting tachycardia as a surrogate for instability in the intensive care unit

Yoon, Joo Heung, Mu, Lidan, Chen, Lujie, Dubrawski, Artur, Hravnak, Marilyn, Pinsky, Michael R., Clermont, Gilles

Journal:

Journal of Clinical Monitoring and Computing

Année:

2019

Fichier:

PDF, 2.35 MB

2019

4

Is there an information hierarchy among hemodynamic variables for early identification of occult hemorrhage?

Holder, Andre, Guillame-Bert, Mathieu, Chen, Karen, Huggins, Peter, Dubrawski, Artur, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael

Journal:

Journal of Critical Care

Année:

2013

Langue:

english

Fichier:

PDF, 78 KB

english, 2013

5

Temporal distribution of instability events in continuously monitored step-down unit patients: Implications for Rapid Response Systems

Hravnak, Marilyn, Chen, Lujie, Dubrawski, Artur, Bose, Eliezer, Pinsky, Michael R.

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 728 KB

english, 2015

6

Gleaning Knowledge from Data in the Intensive Care Unit

Pinsky, Michael R., Dubrawski, Artur

Journal:

American Journal of Respiratory and Critical Care Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 563 KB

english, 2014

7

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Real-time visual analysis of microvascular blood flow for critical care

Chao Liu,, Gomez, Hernando, Narasimhan, Srinivasa, Dubrawski, Artur, Pinsky, Michael R., Zuckerbraun, Brian

Année:

2015

Langue:

english

Fichier:

PDF, 4.83 MB

english, 2015

8

797

Wang, Donghan, Fiterau, Madalina, Dubrawski, Artur, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 48 KB

english, 2014

9

Learning temporal rules to forecast instability in continuously monitored patients

Guillame-Bert, Mathieu, Dubrawski, Artur, Wang, Donghan, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael R

Journal:

Journal of the American Medical Informatics Association

Année:

2016

Langue:

english

Fichier:

PDF, 843 KB

english, 2016

10

88

Hravnak, Marilyn, Chen, Lujie, Dubrawski, Artur, Bose, Eliezer, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 55 KB

english, 2015

11

41

Chen, Lujie, Dubrawski, Artur, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 104 KB

english, 2014

12

51

Fiterau, Madalina, Dubrawski, Artur, Hravnak, Marilyn, Chen, Lujie, Pinsky, Michael, Clermont, Gilles, Bose, Eliezer

Journal:

Critical Care Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 48 KB

english, 2014

13

823

Chen, Lujie, Dubrawski, Artur, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 52 KB

english, 2015

14

10

Fiterau, Madalina, Wang, Donghan, Dubrawski, Artur, Clermont, Gilles, Hravnak, Marilyn, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 53 KB

english, 2015

15

285

Hravnak, Marilyn, Chen, Lujie, Bose, Eliezer, Fiterau, Madalina, Guillame-Bert, Matthieu, Dubrawski, Artur, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2013

Langue:

english

Fichier:

PDF, 1.50 MB

english, 2013

16

42

Hravnak, Marilyn, Chen, Lujie, Dubrawski, Artur, Wang, Donghan, Bose, Eliezer, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 49 KB

english, 2014

17

150

Bose, Eliezer, Clermont, Gilles, Chen, Lujie, Dubrawski, Artur, Pinsky, Michael, Hravnak, Marilyn

Journal:

Critical Care Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 52 KB

english, 2015

18

Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data*

Chen, Lujie, Dubrawski, Artur, Wang, Donghan, Fiterau, Madalina, Guillame-Bert, Mathieu, Bose, Eliezer, Kaynar, Ata M., Wallace, David J., Guttendorf, Jane, Clermont, Gilles, Pinsky, Michael R., Hravn

Journal:

Critical Care Medicine

Année:

2016

Langue:

english

Fichier:

PDF, 719 KB

english, 2016

19

Risk for Cardiorespiratory Instability Following Transfer to a Monitored Step-Down Unit

Bose, Eliezer, Chen, Lujie, Clermont, Gilles, Dubrawski, Artur, Pinsky, Michael R, Ren, Dianxu, Hoffman, Leslie A, Hravnak, Marilyn

Journal:

Respiratory Care

Année:

2017

Langue:

english

Fichier:

PDF, 796 KB

english, 2017

20

Dynamic and Personalized Risk Forecast in Step-Down Units. Implications for Monitoring Paradigms

Chen, Lujie, Ogundele, Olufunmilayo, Clermont, Gilles, Hravnak, Marilyn, Pinsky, Michael R., Dubrawski, Artur W.

Journal:

Annals of the American Thoracic Society

Année:

2017

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2017

21

Cardiorespiratory instability in monitored step-down unit patients: using cluster analysis to identify patterns of change

Bose, Eliezer L., Clermont, Gilles, Chen, Lujie, Dubrawski, Artur W., Ren, Dianxu, Hoffman, Leslie A., Pinsky, Michael R., Hravnak, Marilyn

Journal:

Journal of Clinical Monitoring and Computing

Année:

2017

Langue:

english

Fichier:

PDF, 875 KB

english, 2017

22

62

Hravnak, Marilyn, Chen, Lujie, Dubrawski, Artur, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2016

Langue:

english

Fichier:

PDF, 421 KB

english, 2016

23

208

Chen, Lujie, Clermont, Gilles, Hravnak, Marilyn, Pinsky, Michael, Dubrawski, Artur

Journal:

Critical Care Medicine

Année:

2016

Langue:

english

Fichier:

PDF, 422 KB

english, 2016

24

[IEEE 2017 IEEE International Conference on Data Mining Workshops (ICDMW) - New Orleans, LA, USA (2017.11.18-2017.11.21)] 2017 IEEE International Conference on Data Mining Workshops (ICDMW) - Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data

Nagpal, Chirag, Miller, Kyle, Pellathy, Tiffany, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael, Dubrawski, Artur

Année:

2017

Langue:

english

Fichier:

PDF, 640 KB

english, 2017

25

Cell Wall Epitopes and Endoploidy as Reporters of Embryogenic Potential in Brachypodium Distachyon Callus Culture

Betekhtin, Alexander, Rojek, Magdalena, Nowak, Katarzyna, Pinski, Artur, Milewska-Hendel, Anna, Kurczynska, Ewa, Doonan, John, Hasterok, Robert

Journal:

International Journal of Molecular Sciences

Année:

2018

Langue:

english

Fichier:

PDF, 6.28 MB

english, 2018

26

Stability and instability processes in the calli of Fagopyrum tataricum that have different morphogenic potentials

Betekhtin, Alexander, Pinski, Artur, Milewska-Hendel, Anna, Kurczynska, Ewa, Hasterok, Robert

Journal:

Plant Cell, Tissue and Organ Culture

Année:

2019

Langue:

english

Fichier:

PDF, 2.04 MB

english, 2019

27

Defining the Genetic Basis of Plant–Endophytic Bacteria Interactions

Pinski, Artur, Betekhtin, Alexander, Hupert-Kocurek, Katarzyna, Mur, Luis A. J., Hasterok, Robert

Journal:

International Journal of Molecular Sciences

Année:

2019

Langue:

english

Fichier:

PDF, 3.19 MB

english, 2019

28

Hydroxyproline-Rich Glycoproteins as Markers of Temperature Stress in the Leaves of Brachypodium distachyon

Pinski, Artur, Betekhtin, Alexander, Sala, Katarzyna, Godel-Jedrychowska, Kamila, Kurczynska, Ewa, Hasterok, Robert

Journal:

International Journal of Molecular Sciences

Année:

2019

Langue:

english

Fichier:

PDF, 13.98 MB

english, 2019

29

1259

Sheng, Jiaxian, Chen, Lujie, Xu, Yichong, Pinsky, Michael, Hravnak, Marilyn, Dubrawski, Artur

Journal:

Critical Care Medicine

Année:

2019

Fichier:

PDF, 51 KB

2019

30

38

Wertz, Anthony, Hravnak, Marilyn, Dubrawski, Artur, Chen, Lujie, Pellathy, Tiffany, Clermont, Gilles, Pinsky, Michael

Journal:

Critical Care Medicine

Année:

2018

Fichier:

PDF, 54 KB

2018

31

58

Pellathy, Tiffany, Chen, Lujie, Clermont, Gilles, Dubrawski, Artur, Pinsky, Michael, Hravnak, Marilyn

Journal:

Critical Care Medicine

Année:

2019

Fichier:

PDF, 83 KB

2019

32

1257

Chen, Lujie, Dubrawski, Artur, Clermont, Gilles, Pellathy, Tiffany, Wertz, Anthony, Yoon, Joo Heung, Pinsky, Michael, Hravnak, Marilyn

Journal:

Critical Care Medicine

Année:

2019

Fichier:

PDF, 51 KB

2019

33

Increasing Cardiovascular Data Sampling Frequency and Referencing It to Baseline Improve Hemorrhage Detection

Wertz, Anthony, Holder, Andre L., Guillame-Bert, Mathieu, Clermont, Gilles, Dubrawski, Artur, Pinsky, Michael R.

Journal:

Critical Care Explorations

Année:

2019

Langue:

english

Fichier:

PDF, 611 KB

english, 2019

34

Machine learning of physiological waveforms and electronic health record data to predict, diagnose and treat haemodynamic instability in surgical patients: protocol for a retrospective study

Cannesson, Maxime, Hofer, Ira, Rinehart, Joseph, Lee, Christine, Subramaniam, Kathirvel, Baldi, Pierre, Dubrawski, Artur, Pinsky, Michael R

Journal:

Année:

2019

Fichier:

PDF, 340 KB

2019

35

Comparative Genomics of Stenotrophomonas maltophilia and Stenotrophomonas rhizophila Revealed Characteristic Features of Both Species

Pinski, Artur, Zur, Joanna, Hasterok, Robert, Hupert-Kocurek, Katarzyna

Journal:

International Journal of Molecular Sciences

Année:

2020

Fichier:

PDF, 2.77 MB

2020

36

Parsimony of Hemodynamic Monitoring Data Sufficient for the Detection of Hemorrhage

Pinsky, Michael R., Wertz, Anthony, Clermont, Gilles, Dubrawski, Artur

Journal:

Anesthesia & Analgesia

Année:

2020

Fichier:

PDF, 11.56 MB

2020

37

Genome Mining and Evaluation of the Biocontrol Potential of Pseudomonas fluorescens BRZ63, a New Endophyte of Oilseed Rape (Brassica napus L.) against Fungal Pathogens

Chlebek, Daria, Pinski, Artur, Å»ur, Joanna, Michalska, Justyna, Hupert-Kocurek, Katarzyna

Journal:

International Journal of Molecular Sciences

Année:

2020

Fichier:

PDF, 2.71 MB

2020

38

Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit

Yoon, Joo Heung, Jeanselme, Vincent, Dubrawski, Artur, Hravnak, Marilyn, Pinsky, Michael R., Clermont, Gilles

Journal:

Année:

2020

Fichier:

PDF, 1.91 MB

2020